Datasets:

electricsheepafrica
/

africa-synth-employment-formal-sector-jobs-africa-all

country stringclasses 15 values	country_code stringclasses 15 values	year int64 2.02k 2.03k	gender stringclasses 2 values	age_group stringclasses 5 values	education_level stringclasses 4 values	sector stringclasses 12 values	employer_type stringclasses 5 values	is_formal bool 2 classes	contract_type stringclasses 6 values	is_permanent bool 2 classes	is_union_member bool 2 classes	monthly_wage_usd float64 2.33 13.4k	has_pension bool 2 classes	has_health_insurance bool 2 classes	has_paid_leave bool 2 classes	scenario stringclasses 3 values
Nigeria	NGA	2,018	female	45-54	primary	education	private_national	true	permanent	true	false	166.51	false	true	true	high_burden
Nigeria	NGA	2,022	male	15-24	tertiary	financial_services	private_foreign	true	temporary	false	false	206.83	true	false	false	high_burden
Nigeria	NGA	2,019	female	45-54	primary	other	informal	false	written_short	false	false	25.88	false	false	false	high_burden
Nigeria	NGA	2,020	male	35-44	none	manufacturing	informal	false	written_short	false	false	24.92	false	false	false	high_burden
Nigeria	NGA	2,021	male	55-64	primary	wholesale_retail	private_national	true	permanent	true	false	70.67	false	true	false	high_burden
Nigeria	NGA	2,023	female	15-24	primary	education	private_national	true	permanent	true	false	325.15	true	true	true	high_burden
Nigeria	NGA	2,024	female	45-54	secondary	public_admin	public	true	temporary	false	false	83.51	true	true	false	high_burden
Nigeria	NGA	2,023	male	55-64	secondary	public_admin	public	true	permanent	true	false	281.49	true	true	true	high_burden
Nigeria	NGA	2,025	male	25-34	primary	education	public	true	permanent	true	true	168.71	false	false	false	high_burden
Nigeria	NGA	2,025	female	35-44	primary	education	public	true	permanent	true	true	50.59	false	true	true	high_burden
Nigeria	NGA	2,025	male	35-44	secondary	wholesale_retail	private_foreign	true	permanent	true	false	32.51	true	true	false	high_burden
Nigeria	NGA	2,020	female	35-44	secondary	construction	informal	false	written_short	false	false	55.49	false	false	false	high_burden
Nigeria	NGA	2,024	male	45-54	primary	mining	informal	false	verbal	false	false	9.88	false	false	false	high_burden
Nigeria	NGA	2,023	male	55-64	secondary	manufacturing	informal	false	written_short	false	false	22.86	false	false	false	high_burden
Nigeria	NGA	2,023	male	25-34	secondary	accommodation	informal	false	verbal	false	false	37.54	false	false	false	high_burden
Nigeria	NGA	2,024	male	15-24	primary	wholesale_retail	private_national	true	permanent	true	false	83.45	false	false	true	high_burden
Nigeria	NGA	2,022	female	25-34	none	other	ngo	true	contract	false	false	895.21	false	false	false	high_burden
Nigeria	NGA	2,022	male	55-64	primary	wholesale_retail	informal	false	verbal	false	false	30.01	false	false	false	high_burden
Nigeria	NGA	2,020	female	15-24	tertiary	manufacturing	informal	false	verbal	false	false	23.56	false	false	false	high_burden
Nigeria	NGA	2,018	male	25-34	secondary	public_admin	public	true	temporary	false	true	94.69	true	true	false	high_burden
Nigeria	NGA	2,022	male	25-34	tertiary	education	public	true	contract	false	true	128.9	true	false	true	high_burden
Nigeria	NGA	2,022	male	25-34	primary	other	informal	false	written_short	false	false	37.04	false	false	false	high_burden
Nigeria	NGA	2,019	female	15-24	secondary	wholesale_retail	informal	false	written_short	false	false	71.84	false	false	false	high_burden
Nigeria	NGA	2,025	male	45-54	secondary	construction	informal	false	verbal	false	false	105.18	false	false	false	high_burden
Nigeria	NGA	2,018	female	55-64	none	manufacturing	informal	false	none	false	false	88.57	false	false	false	high_burden
Nigeria	NGA	2,020	male	55-64	tertiary	other	informal	false	verbal	false	false	41.94	false	false	false	high_burden
Nigeria	NGA	2,019	male	25-34	none	financial_services	private_national	true	temporary	false	false	49.55	true	false	false	high_burden
Nigeria	NGA	2,018	female	55-64	none	manufacturing	informal	false	verbal	false	false	26.33	false	false	false	high_burden
Nigeria	NGA	2,019	male	35-44	secondary	other	private_national	false	none	false	true	39.24	false	false	false	high_burden
Nigeria	NGA	2,019	female	55-64	none	manufacturing	private_foreign	false	none	false	false	18.22	false	false	false	high_burden
Nigeria	NGA	2,023	female	35-44	primary	education	public	true	permanent	true	false	82.37	true	false	false	high_burden
Nigeria	NGA	2,025	female	45-54	secondary	wholesale_retail	private_foreign	true	temporary	false	false	30.51	false	true	true	high_burden
Nigeria	NGA	2,025	female	55-64	tertiary	mining	public	true	permanent	true	true	703.33	true	true	false	high_burden
Nigeria	NGA	2,022	male	15-24	primary	manufacturing	private_national	true	permanent	true	true	182.9	true	false	false	high_burden
Nigeria	NGA	2,024	male	55-64	primary	transport	informal	false	none	false	false	41.33	false	false	false	high_burden
Nigeria	NGA	2,021	male	55-64	none	construction	informal	false	verbal	false	false	19.41	false	false	false	high_burden
Nigeria	NGA	2,018	male	55-64	secondary	mining	informal	false	verbal	false	false	46.34	false	false	false	high_burden
Nigeria	NGA	2,023	male	55-64	tertiary	health	ngo	true	contract	false	false	155.59	false	true	true	high_burden
Nigeria	NGA	2,020	female	55-64	tertiary	wholesale_retail	private_foreign	true	temporary	false	false	106.19	false	true	true	high_burden
Nigeria	NGA	2,020	male	35-44	primary	wholesale_retail	private_foreign	true	contract	false	false	478.21	false	true	true	high_burden
Nigeria	NGA	2,021	female	55-64	tertiary	financial_services	private_foreign	true	temporary	false	false	79.23	false	true	false	high_burden
Nigeria	NGA	2,022	female	55-64	none	accommodation	private_national	true	contract	false	false	36.06	true	false	false	high_burden
Nigeria	NGA	2,021	female	35-44	tertiary	education	ngo	true	permanent	true	false	81.12	false	true	false	high_burden
Nigeria	NGA	2,018	female	35-44	primary	transport	informal	false	written_short	false	false	102.65	false	false	false	high_burden
Nigeria	NGA	2,019	female	15-24	tertiary	manufacturing	private_national	true	permanent	true	false	317.96	false	false	true	high_burden
Nigeria	NGA	2,023	female	55-64	tertiary	construction	private_foreign	true	permanent	true	true	209.57	false	true	true	high_burden
Nigeria	NGA	2,019	female	15-24	secondary	other	informal	false	verbal	false	false	33.38	false	false	false	high_burden
Nigeria	NGA	2,023	female	15-24	secondary	other	private_national	false	none	false	false	8.15	false	false	false	high_burden
Nigeria	NGA	2,021	female	15-24	secondary	agriculture	ngo	true	contract	false	false	35.12	true	true	false	high_burden
Nigeria	NGA	2,023	female	35-44	none	other	informal	false	verbal	false	false	45.68	false	false	false	high_burden
Nigeria	NGA	2,018	male	45-54	tertiary	financial_services	private_foreign	true	permanent	true	false	239.14	true	true	false	high_burden
Nigeria	NGA	2,024	male	15-24	tertiary	financial_services	public	true	permanent	true	true	24.69	false	true	false	high_burden
Nigeria	NGA	2,019	male	45-54	tertiary	other	informal	false	written_short	false	false	83.88	false	false	false	high_burden
Nigeria	NGA	2,021	male	35-44	none	manufacturing	informal	false	written_short	false	false	35.32	false	false	false	high_burden
Nigeria	NGA	2,018	female	35-44	none	public_admin	public	true	permanent	true	true	305.89	false	false	true	high_burden
Nigeria	NGA	2,018	female	15-24	none	health	private_national	true	permanent	true	true	91.79	false	true	false	high_burden
Nigeria	NGA	2,020	female	55-64	secondary	manufacturing	informal	false	verbal	false	false	11.78	false	false	false	high_burden
Nigeria	NGA	2,022	female	25-34	secondary	other	private_national	true	temporary	false	false	859.12	true	true	true	high_burden
Nigeria	NGA	2,018	male	45-54	primary	accommodation	informal	false	verbal	false	false	18.48	false	false	false	high_burden
Nigeria	NGA	2,024	male	55-64	secondary	wholesale_retail	public	true	permanent	true	false	401.57	false	false	false	high_burden
Nigeria	NGA	2,022	female	35-44	secondary	wholesale_retail	informal	false	verbal	false	false	14.89	false	false	false	high_burden
Nigeria	NGA	2,022	female	35-44	primary	transport	informal	false	none	false	false	49.73	false	false	false	high_burden
Nigeria	NGA	2,024	female	45-54	secondary	education	public	true	temporary	false	false	257.56	true	false	true	high_burden
Nigeria	NGA	2,018	male	35-44	primary	manufacturing	private_national	true	contract	false	true	24.74	false	true	true	high_burden
Nigeria	NGA	2,019	female	45-54	none	wholesale_retail	informal	false	none	false	false	44.9	false	false	false	high_burden
Nigeria	NGA	2,021	male	45-54	secondary	public_admin	public	true	permanent	true	false	137.35	true	false	true	high_burden
Nigeria	NGA	2,023	male	35-44	tertiary	other	informal	false	written_short	false	false	84.36	false	false	false	high_burden
Nigeria	NGA	2,023	male	35-44	primary	wholesale_retail	private_national	true	contract	false	false	606.83	true	true	false	high_burden
Nigeria	NGA	2,025	male	45-54	none	wholesale_retail	ngo	true	temporary	false	false	73.12	true	false	false	high_burden
Nigeria	NGA	2,022	female	35-44	secondary	public_admin	public	true	permanent	true	false	280.39	true	false	true	high_burden
Nigeria	NGA	2,022	female	45-54	tertiary	transport	informal	false	verbal	false	false	16.08	false	false	false	high_burden
Nigeria	NGA	2,021	male	35-44	primary	transport	private_national	true	permanent	true	false	155.4	true	true	true	high_burden
Nigeria	NGA	2,020	male	45-54	tertiary	wholesale_retail	private_national	true	temporary	false	true	187.89	false	false	false	high_burden
Nigeria	NGA	2,024	female	55-64	primary	public_admin	public	true	contract	false	false	52.42	false	false	true	high_burden
Nigeria	NGA	2,022	female	55-64	primary	accommodation	informal	false	none	false	false	14.07	false	false	false	high_burden
Nigeria	NGA	2,019	male	55-64	secondary	public_admin	public	true	permanent	true	true	46.85	false	true	false	high_burden
Nigeria	NGA	2,024	male	25-34	tertiary	wholesale_retail	informal	false	verbal	false	false	21.34	false	false	false	high_burden
Nigeria	NGA	2,022	female	25-34	tertiary	education	public	true	permanent	true	true	58.51	false	false	false	high_burden
Nigeria	NGA	2,018	female	45-54	secondary	education	public	true	permanent	true	false	99.82	true	false	false	high_burden
Nigeria	NGA	2,022	male	45-54	primary	health	private_national	true	permanent	true	false	632.6	false	true	false	high_burden
Nigeria	NGA	2,021	male	15-24	primary	health	public	true	permanent	true	true	38.67	false	false	true	high_burden
Nigeria	NGA	2,024	male	35-44	none	accommodation	informal	false	written_short	false	false	9.86	false	false	false	high_burden
Nigeria	NGA	2,018	male	35-44	tertiary	transport	private_national	true	permanent	true	true	251.77	true	true	false	high_burden
Nigeria	NGA	2,025	male	35-44	primary	other	informal	false	verbal	false	false	26.06	false	false	false	high_burden
Nigeria	NGA	2,020	female	25-34	none	wholesale_retail	informal	false	verbal	false	false	5.5	false	false	false	high_burden
Nigeria	NGA	2,019	female	45-54	secondary	wholesale_retail	private_national	true	permanent	true	true	1,266.92	false	false	false	high_burden
Nigeria	NGA	2,023	male	55-64	primary	other	informal	false	written_short	false	false	23.32	false	false	false	high_burden
Nigeria	NGA	2,020	female	35-44	none	accommodation	private_national	true	contract	false	false	196.89	true	true	false	high_burden
Nigeria	NGA	2,023	male	25-34	none	construction	public	true	permanent	true	false	404.1	true	true	true	high_burden
Nigeria	NGA	2,024	male	55-64	secondary	manufacturing	private_national	true	permanent	true	false	146.6	true	false	true	high_burden
Nigeria	NGA	2,018	female	25-34	primary	wholesale_retail	ngo	true	contract	false	false	136.11	true	true	true	high_burden
Nigeria	NGA	2,024	female	25-34	none	wholesale_retail	informal	false	verbal	false	false	15.12	false	false	false	high_burden
Nigeria	NGA	2,024	female	15-24	none	agriculture	private_national	false	none	false	true	57.08	false	false	false	high_burden
Nigeria	NGA	2,024	male	15-24	none	financial_services	private_national	true	temporary	false	false	27.83	true	false	false	high_burden
Nigeria	NGA	2,021	male	55-64	tertiary	education	public	true	contract	false	false	938.12	false	true	false	high_burden
Nigeria	NGA	2,019	male	35-44	tertiary	accommodation	private_national	true	temporary	false	false	263.28	true	true	true	high_burden
Nigeria	NGA	2,023	male	45-54	secondary	public_admin	public	true	permanent	true	true	186.74	false	true	true	high_burden
Nigeria	NGA	2,023	female	15-24	none	transport	informal	false	verbal	false	false	31.32	false	false	false	high_burden
Nigeria	NGA	2,022	female	35-44	secondary	manufacturing	informal	false	none	false	false	28.73	false	false	false	high_burden
Nigeria	NGA	2,019	female	15-24	primary	agriculture	informal	false	verbal	false	false	43.55	false	false	false	high_burden

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

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